QQQ Safe Harbor

QQQ
QQQlow risk1d

A cautious bot that rides QQQ up but moves to cash when danger signals appear.

byCharvi Agarwal

Price

Free

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The idea

A cautious bot that rides QQQ up but moves to cash when danger signals appear.

A long-only strategy built around one core idea: protecting your money first, growing it second. It quietly tracks the Nasdaq-100 (QQQ) during calm, upward-trending markets — but when conditions turn rough and losses start to pile up, it doesn't just hold and hope. Instead, it moves entirely to cash, stepping aside until the storm passes and stability returns. Think of it like a cautious driver who pulls over during a blizzard rather than pushing through. Most strategies stay in the market no matter what — this one knows when to sit out. That patience is the point. Imagine 2022, when QQQ dropped over 30%. While a typical buy-and-hold investor watched their portfolio crater, this strategy would have detected the deteriorating conditions early, moved to cash, and waited for smoother roads before getting back in. This is not a strategy for people chasing big, fast wins. It is designed for investors who want steady, reasonable growth over time without the gut-wrenching drawdowns that make people panic-sell at the worst possible moment. If you value sleep over adrenaline, this strategy was built with you in mind.

Design

How it works

  1. Buys and holds QQQ during calm, upward markets

  2. Exits to cash when conditions deteriorate to protect savings

  3. Waits patiently on the sidelines until stability returns

  4. Designed to avoid the worst market crashes, not chase big gains

Conditions

Where it works, and where it doesn't

Every strategy is built for a particular kind of market. These are the conditions this one is designed around — and the ones it is not.

Built for

  • When QQQ is in a steady, multi-month uptrend with few sharp drops
  • During market recoveries after crashes, when confidence is rebuilding
  • In years like 2023-2024 when tech stocks climb without major shocks
  • When you can tolerate missing some gains to avoid big losses

Not built for

  • During sudden, unexpected market crashes that happen faster than detection
  • In choppy, sideways markets where it keeps switching between cash and stocks
  • When QQQ bounces back quickly after a dip but the bot missed the rebound
  • During prolonged flat markets where it sits in cash earning nothing

The Simulation Lab

Ten bad markets, before your money is in one.

Almost anything looks good in a rising market. That is not a test. So we put the strategies listed here through the same ten bad markets, and this one has been through them. They are stretches of real market history, with names and dates: the 2022 slump, the COVID crash, a year that went nowhere. We picked them before this strategy existed.

Two of them are below. Each one shows our drawing of what that market looked like, and the rules this strategy follows when a market like it turns up. None of this is a score. What actually happened to the strategy is in your dashboard, not on this page.

10bad markets, picked before this strategy existed
8 of 10can run on the real trading days of the time they name
2 of 10we model ourselves, and we mark them as modelled
26 Aug 2026when we last ran this strategy through them

When markets fall

The COVID Crash

A third of the market’s value gone in a month — most of it overnight.

our model of the S&P 500 around Feb–Mar 2020falls about 34% at its worst, then ends about 14% below where it begana shape, not a scale · not this strategy

Index
S&P 500
The real dates
19 Feb – 23 Mar 2020
What the index did
fell 33.9%
How we run it
Real trading days

The fastest fall of that size on record: 23 trading days from an all-time high to the bottom. Much of it happened overnight — big companies opened 8-12% below where they had closed the day before.

The rules this strategy follows here

  1. 1
    What it holds

    1 company.

  2. 2
    When it sells

    One of them drops 5% below the price it was bought at.

  3. 3
    What it does

    It sells that one. The rest carry on.

On nine days here, the market opened far below where it closed the day before.

An order set to sell at 5% down can end up selling far below that. If the market opens below that price, there is no chance to sell at it. That is what this market is here to show, and why we keep it in the set.

When markets go nowhere

The Year That Went Nowhere

2015 swung up and down all year and finished where it started.

our model of the S&P 500 around 2015swings about 9% either way, and ends about 1% above where it begana shape, not a scale · not this strategy

Index
S&P 500
The real dates
2 Jan – 31 Dec 2015
What the index did
roughly flat
How we run it
Our model of it

A year that ended where it began, after swinging repeatedly in between — including a 12% drop in August when China devalued its currency, fully recovered by November.

The rules this strategy follows here

  1. 1
    What it holds

    1 company.

  2. 2
    When it sells

    One of them drops 5% below the price it was bought at.

  3. 3
    What it does

    It sells that one. The rest carry on.

No overnight drops in this market.

A market that ends where it started still charges you for every trade made inside it. This is where the cost of trading adds up fastest. That is why it sits in the set right next to the crash.

When markets rise

The Quiet Year

2017 — the calmest year the market has recorded.

our model of the S&P 500 around 2017ends about 12% above where it begana shape, not a scale · not this strategy

Index
S&P 500
The real dates
3 Jan – 29 Dec 2017
What the index did
rose 19.4%

Sign in to see how this strategy did in each one.

The results open in your dashboard, where we can explain what they mean for you. They are simulated results, so we never show them here.

Open the stress tests

trade.amaltash.com/marketplace/qqq-safe-harbor?tab=stress

All ten markets

  • The Bull Run of 2016–17When markets rise · modelled Tested
  • The 2020 Tech BoomWhen markets rise Tested
  • The 2022 SlumpWhen markets fall Tested
  • The COVID CrashWhen markets fall · shown above Tested
  • The Christmas 2018 ScareWhen markets fall Tested
  • The Year That Went NowhereWhen markets go nowhere · modelled · shown above Tested
  • The Wild Swings of Late 2022When markets go nowhere Tested
  • The Quiet YearWhen markets rise · shown above Tested
  • The Magnificent Seven YearWhen markets go nowhere Tested
  • When Tech Handed Over to OilWhen markets go nowhere Tested

These ten are the whole set. We picked them for the damage they did — the fastest crash on record, a year that went nowhere, a grind that punished every rally — not for how they make anything look.

8 of these 10 can run on the real trading days of the time they name. We model the other 2 — The Bull Run of 2016–17 and The Year That Went Nowhere. A strategy needs a stretch of history to warm up on before a test starts, and our price data does not go back far enough to give these that. So we built stand-ins that behave like those years, rather than replays of them. A modelled market is not a forecast, and it is not what would have happened. The shapes drawn above are our models of those markets — never this strategy — and they have no scale. The dates and index moves next to each one are the real figures for the period it is modelled on. Nothing on this page says how any strategy did in these tests.

Holdings

What it holds

The position this strategy trades. Holdings can change as the strategy rebalances.

QQQ

Risk Disclosure: Trading in financial instruments involves substantial risk, including the possible loss of your entire investment, and may not be suitable for all investors. Prices can be affected by external factors such as financial, regulatory, or political events. Trading on margin or with leverage increases potential losses. Past performance is not indicative of future results.

Not Financial Advice: The information provided on this platform is for informational purposes only and does not constitute investment, financial, or trading advice. We do not recommend any particular trading strategy or instrument. Please conduct your own research and consult with a qualified financial advisor before making investment decisions.

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